Popper, Falsification and the VC-dimension

Corfield, D; Schölkopf, B; Vapnik, V

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Popper, Falsification and the VC-dimension

Corfield, D., Schölkopf, B., & Vapnik, V.(2005). Popper, Falsification and the VC-dimension (145). Tübingen, Germany: Max Planck Institute for Biological Cybernetics.

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Item Permalink: https://hdl.handle.net/11858/00-001M-0000-0013-D383-8 Version Permalink: https://hdl.handle.net/21.11116/0000-0002-87FF-7

Genre: Report

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MPIK-TR-145.pdf (Publisher version), 49KB

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Creators:
Corfield, D^{1, 2}, Author
Schölkopf, B^{1, 2}, Author
Vapnik, V, Author

Affiliations:
1Department Empirical Inference, Max Planck Institute for Biological Cybernetics, Max Planck Society, ou_1497795
2Max Planck Institute for Biological Cybernetics, Max Planck Society, ou_1497794

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Abstract: We compare Sir Karl Popper’s ideas concerning the falsifiability of a theory with similar notions from
VC-theory. Having located some divergences, we discuss how best to view Popper’s work from the perspective of
statistical learning theory.

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Dates: Date issued: 2005-11

Publication Status: Issued

Pages: 5

Publishing info: Tübingen, Germany : Max Planck Institute for Biological Cybernetics

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Identifiers: Report Nr.: 145
BibTex Citekey: 3724

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Title: Technical Report of the Max Planck Institute for Biological Cybernetics

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Pages: - Volume / Issue: 145 Sequence Number: - Start / End Page: - Identifier: -